TIME-INCONSISTENT RECURSIVE STOCHASTIC OPTIMAL CONTROL PROBLEMS

被引:52
作者
Wei, Qingmeng [1 ]
Yong, Jiongmin [2 ]
Yu, Zhiyong [3 ]
机构
[1] Northeast Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
[2] Univ Cent Florida, Dept Math, Orlando, FL 32816 USA
[3] Shandong Univ, Sch Math, Jinan 250100, Shandong, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
time-inconsistency; equilibrium strategy; stochastic optimal control; stochastic differential games; equilibrium Hamilton-Jacobi-Bellman equation; DIFFERENTIAL-GAMES; CONSUMPTION; UTILITY; EXISTENCE; EQUATIONS;
D O I
10.1137/16M1079415
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A time-inconsistent stochastic optimal control problem with a recursive cost functional is studied. Equilibrium strategy is introduced, which is time-consistent and locally approximately optimal. By means of multiperson hierarchical differential games associated with partitions of the time interval, a family of approximate equilibrium strategy is constructed, and by sending the mesh size of the time interval partition to zero, an equilibrium Hamilton Jacobi Bellman (HJB) equation is derived through which the equilibrium value function can be identified and the equilibrium strategy can be obtained. Moreover, a well-posedness result of the equilibrium HJB equation is established under certain conditions, and a verification theorem is proved. Finally, an illustrative example is presented, and some comparisons of different definitions of equilibrium strategy are put in order.
引用
收藏
页码:4156 / 4201
页数:46
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